Tootfinder

"Chatbots are turning on the flattery, patience, and support. Microsoft AI CEO Mustafa Suleyman said the “cool thing” about the company’s AI personal assistant is that it doesn’t “judge you for asking a stupid question.” It exhibits “kindness and empathy.” Here’s the rub: We need people to judge us. We need people to call us out for making stupid statements. Friction and conflict are key to developing resilience and learning how to function in society."

Love Algorithmically | No Mercy / No Malice
For six hours, my AI avatar roamed the Earth. I receive 20 to 30 thoughtful emails a day asking for professional and investment advice. I can only answer a fraction of them. One of my former graduate student instructors, now at Google, approached me with a solution. The Google Labs project ingested my podcasts, newsletters, […]

Magic and communication complexity
Uma Girish, Alex May, Natalie Parham, Henry Yuen
https://arxiv.org/abs/2510.07246 https://arxiv.org/pdf/2510.07246

Magic and communication complexity
We establish novel connections between magic in quantum circuits and communication complexity. In particular, we show that functions computable with low magic have low communication cost. Our first result shows that the $\mathsf{D}\|$ (deterministic simultaneous message passing) cost of a Boolean function $f$ is at most the number of single-qubit magic gates in a quantum circuit computing $f$ with any quantum advice state. If we allow mid-circuit measurements and adaptive circuits, we ob…